VideoAgent
View on GitHub[EMNLP2026] "VideoAgent: All-in-One Agentic Framework for Video Understanding and Editing, and Remaking"
A multimodal agent framework that plans tool workflows for video understanding, retrieval, editing, and generation. It supports natural-language tasks such as video Q&A, summarization, clip editing, and creative remakes.
Use Cases
Ask questions about video contentSummarize videosRetrieve relevant video segmentsAutomatically edit video clipsCreate video overviewsRemake videos from promptsGenerate commentary videosCreate meme and music videosAdapt videos across languages
Built With
- Language
- Python
- Frameworks
- PyTorch · Transformers · Diffusers · Gradio · FastAPI
Tags
video agent · multimodal · video understanding · video editing · video generation · audio editing · workflow planning · tool use · self-reflection · video summarization · video retrieval